Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 12287 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.2 MiB |
| Average record size in memory | 104.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 3 |
dec is highly overall correlated with objid | High correlation |
g is highly overall correlated with i and 3 other fields | High correlation |
i is highly overall correlated with g and 2 other fields | High correlation |
objid is highly overall correlated with dec | High correlation |
petror90_r is highly overall correlated with g and 1 other fields | High correlation |
r is highly overall correlated with g and 3 other fields | High correlation |
spiral is highly overall correlated with uncertain | High correlation |
u is highly overall correlated with g and 2 other fields | High correlation |
uncertain is highly overall correlated with spiral | High correlation |
Reproduction
| Analysis started | 2024-07-26 13:45:01.538229 |
|---|---|
| Analysis finished | 2024-07-26 13:45:10.663018 |
| Duration | 9.12 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
objid
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 12278 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.237658 × 1018 |
| Minimum | 1.2376487 × 1018 |
|---|---|
| Maximum | 1.2376747 × 1018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.1 KiB |
Quantile statistics
| Minimum | 1.2376487 × 1018 |
|---|---|
| 5-th percentile | 1.2376487 × 1018 |
| Q1 | 1.2376518 × 1018 |
| median | 1.2376557 × 1018 |
| Q3 | 1.2376622 × 1018 |
| 95-th percentile | 1.237672 × 1018 |
| Maximum | 1.2376747 × 1018 |
| Range | 2.5982937 × 1013 |
| Interquartile range (IQR) | 1.0377989 × 1013 |
Descriptive statistics
| Standard deviation | 6.7996122 × 1012 |
|---|---|
| Coefficient of variation (CV) | 5.4939347 × 10-6 |
| Kurtosis | -0.047130061 |
| Mean | 1.237658 × 1018 |
| Median Absolute Deviation (MAD) | 4.8699499 × 1012 |
| Skewness | 0.74050304 |
| Sum | 1.5207104 × 1022 |
| Variance | 4.6234726 × 1025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.237654607 × 1018 | 2 | < 0.1% |
| 1.237651737 × 1018 | 2 | < 0.1% |
| 1.23765488 × 1018 | 2 | < 0.1% |
| 1.237660412 × 1018 | 2 | < 0.1% |
| 1.237654031 × 1018 | 2 | < 0.1% |
| 1.237662247 × 1018 | 2 | < 0.1% |
| 1.237658423 × 1018 | 2 | < 0.1% |
| 1.237658425 × 1018 | 2 | < 0.1% |
| 1.237661951 × 1018 | 2 | < 0.1% |
| 1.237658492 × 1018 | 1 | < 0.1% |
| Other values (12268) | 12268 |
| Value | Count | Frequency (%) |
| 1.237648673 × 1018 | 1 | |
| 1.237648674 × 1018 | 1 | |
| 1.237648674 × 1018 | 1 | |
| 1.237648675 × 1018 | 1 | |
| 1.237648675 × 1018 | 1 | |
| 1.237648675 × 1018 | 1 | |
| 1.237648675 × 1018 | 1 | |
| 1.237648703 × 1018 | 1 | |
| 1.237648703 × 1018 | 1 | |
| 1.237648703 × 1018 | 1 |
| Value | Count | Frequency (%) |
| 1.237674656 × 1018 | 1 | |
| 1.237674656 × 1018 | 1 | |
| 1.237674655 × 1018 | 1 | |
| 1.237674655 × 1018 | 1 | |
| 1.237674655 × 1018 | 1 | |
| 1.237674655 × 1018 | 1 | |
| 1.237674654 × 1018 | 1 | |
| 1.237674654 × 1018 | 1 | |
| 1.237674654 × 1018 | 1 | |
| 1.237674652 × 1018 | 1 |
nvote
Real number (ℝ)
| Distinct | 72 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.62912 |
| Minimum | 10 |
|---|---|
| Maximum | 82 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.1 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 28 |
| median | 33 |
| Q3 | 51 |
| 95-th percentile | 65 |
| Maximum | 82 |
| Range | 72 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 13.846837 |
|---|---|
| Coefficient of variation (CV) | 0.35845592 |
| Kurtosis | -0.54601574 |
| Mean | 38.62912 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.79734954 |
| Sum | 474636 |
| Variance | 191.73489 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 650 | 5.3% |
| 29 | 642 | 5.2% |
| 31 | 631 | 5.1% |
| 28 | 598 | 4.9% |
| 32 | 596 | 4.9% |
| 27 | 566 | 4.6% |
| 33 | 510 | 4.2% |
| 26 | 478 | 3.9% |
| 34 | 455 | 3.7% |
| 35 | 414 | 3.4% |
| Other values (62) | 6747 |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 3 | < 0.1% |
| 15 | 5 | < 0.1% |
| 16 | 19 | 0.2% |
| 17 | 16 | 0.1% |
| 18 | 45 | |
| 19 | 64 | |
| 20 | 89 |
| Value | Count | Frequency (%) |
| 82 | 1 | < 0.1% |
| 81 | 1 | < 0.1% |
| 80 | 1 | < 0.1% |
| 79 | 5 | < 0.1% |
| 78 | 7 | 0.1% |
| 77 | 9 | 0.1% |
| 76 | 14 | |
| 75 | 15 | |
| 74 | 17 | |
| 73 | 23 |
spiral
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 600.1 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12287 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7022 | |
| 1 | 5265 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7022 | |
| 1 | 5265 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7022 | |
| 1 | 5265 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12287 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7022 | |
| 1 | 5265 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12287 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7022 | |
| 1 | 5265 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12287 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7022 | |
| 1 | 5265 |
elliptical
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 600.1 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12287 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9340 | |
| 1 | 2947 | 24.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 9340 | |
| 1 | 2947 | 24.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9340 | |
| 1 | 2947 | 24.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12287 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9340 | |
| 1 | 2947 | 24.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12287 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9340 | |
| 1 | 2947 | 24.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12287 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9340 | |
| 1 | 2947 | 24.0% |
uncertain
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 600.1 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12287 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8212 | |
| 1 | 4075 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8212 | |
| 1 | 4075 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8212 | |
| 1 | 4075 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12287 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8212 | |
| 1 | 4075 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12287 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8212 | |
| 1 | 4075 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12287 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8212 | |
| 1 | 4075 |
ra
Real number (ℝ)
| Distinct | 12278 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 188.26488 |
| Minimum | 119.70954 |
|---|---|
| Maximum | 248.18391 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.1 KiB |
Quantile statistics
| Minimum | 119.70954 |
|---|---|
| 5-th percentile | 133.82117 |
| Q1 | 162.53604 |
| median | 189.68927 |
| Q3 | 216.47319 |
| 95-th percentile | 234.7411 |
| Maximum | 248.18391 |
| Range | 128.47437 |
| Interquartile range (IQR) | 53.937147 |
Descriptive statistics
| Standard deviation | 32.307552 |
|---|---|
| Coefficient of variation (CV) | 0.1716069 |
| Kurtosis | -1.0636174 |
| Mean | 188.26488 |
| Median Absolute Deviation (MAD) | 26.962916 |
| Skewness | -0.17994411 |
| Sum | 2313210.6 |
| Variance | 1043.7779 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 183.1376821 | 2 | < 0.1% |
| 213.5957917 | 2 | < 0.1% |
| 198.4660514 | 2 | < 0.1% |
| 138.588716 | 2 | < 0.1% |
| 166.3605633 | 2 | < 0.1% |
| 209.5839626 | 2 | < 0.1% |
| 177.6260604 | 2 | < 0.1% |
| 176.2730082 | 2 | < 0.1% |
| 235.7312376 | 2 | < 0.1% |
| 188.1184096 | 1 | < 0.1% |
| Other values (12268) | 12268 |
| Value | Count | Frequency (%) |
| 119.7095358 | 1 | |
| 119.8597716 | 1 | |
| 119.9105983 | 1 | |
| 120.1650589 | 1 | |
| 120.1802024 | 1 | |
| 120.1922839 | 1 | |
| 120.3781158 | 1 | |
| 120.3937082 | 1 | |
| 120.400965 | 1 | |
| 120.4423862 | 1 |
| Value | Count | Frequency (%) |
| 248.1839079 | 1 | |
| 248.0209498 | 1 | |
| 247.8003051 | 1 | |
| 247.7783207 | 1 | |
| 247.2021563 | 1 | |
| 247.1199908 | 1 | |
| 247.077152 | 1 | |
| 246.9772498 | 1 | |
| 246.9382393 | 1 | |
| 246.9248501 | 1 |
dec
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 12278 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1783261 |
| Minimum | -3.7289935 |
|---|---|
| Maximum | 9.9997066 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1972 |
| Negative (%) | 16.0% |
| Memory size | 96.1 KiB |
Quantile statistics
| Minimum | -3.7289935 |
|---|---|
| 5-th percentile | -2.0352662 |
| Q1 | 1.2428202 |
| median | 4.3715158 |
| Q3 | 7.3464072 |
| 95-th percentile | 9.486792 |
| Maximum | 9.9997066 |
| Range | 13.7287 |
| Interquartile range (IQR) | 6.103587 |
Descriptive statistics
| Standard deviation | 3.6311655 |
|---|---|
| Coefficient of variation (CV) | 0.86904789 |
| Kurtosis | -0.99960444 |
| Mean | 4.1783261 |
| Median Absolute Deviation (MAD) | 3.0491538 |
| Skewness | -0.22679547 |
| Sum | 51339.092 |
| Variance | 13.185363 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.076856564 | 2 | < 0.1% |
| 2.978021294 | 2 | < 0.1% |
| 4.297308051 | 2 | < 0.1% |
| 6.870832209 | 2 | < 0.1% |
| 3.421162994 | 2 | < 0.1% |
| 7.225087329 | 2 | < 0.1% |
| 6.94198728 | 2 | < 0.1% |
| 8.469523471 | 2 | < 0.1% |
| 9.228520048 | 2 | < 0.1% |
| 9.243606437 | 1 | < 0.1% |
| Other values (12268) | 12268 |
| Value | Count | Frequency (%) |
| -3.728993456 | 1 | |
| -3.709671388 | 1 | |
| -3.708275699 | 1 | |
| -3.707178831 | 1 | |
| -3.696449354 | 1 | |
| -3.696313251 | 1 | |
| -3.687864061 | 1 | |
| -3.682686892 | 1 | |
| -3.679478654 | 1 | |
| -3.678621113 | 1 |
| Value | Count | Frequency (%) |
| 9.999706617 | 1 | |
| 9.9961496 | 1 | |
| 9.995553668 | 1 | |
| 9.995329181 | 1 | |
| 9.994284924 | 1 | |
| 9.993891377 | 1 | |
| 9.991507065 | 1 | |
| 9.990768244 | 1 | |
| 9.990416356 | 1 | |
| 9.990285956 | 1 |
petror90_r
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 12146 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.059717 |
| Minimum | 10.00003 |
|---|---|
| Maximum | 243.0828 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.1 KiB |
Quantile statistics
| Minimum | 10.00003 |
|---|---|
| 5-th percentile | 10.141443 |
| Q1 | 10.829195 |
| median | 12.12908 |
| Q3 | 14.805175 |
| 95-th percentile | 23.430055 |
| Maximum | 243.0828 |
| Range | 233.08277 |
| Interquartile range (IQR) | 3.97598 |
Descriptive statistics
| Standard deviation | 7.1603742 |
|---|---|
| Coefficient of variation (CV) | 0.50928294 |
| Kurtosis | 216.48596 |
| Mean | 14.059717 |
| Median Absolute Deviation (MAD) | 1.5928 |
| Skewness | 10.408472 |
| Sum | 172751.75 |
| Variance | 51.270959 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.02207 | 3 | < 0.1% |
| 12.41411 | 2 | < 0.1% |
| 10.14613 | 2 | < 0.1% |
| 17.73321 | 2 | < 0.1% |
| 11.00344 | 2 | < 0.1% |
| 10.50061 | 2 | < 0.1% |
| 11.91953 | 2 | < 0.1% |
| 13.75332 | 2 | < 0.1% |
| 11.66383 | 2 | < 0.1% |
| 10.10332 | 2 | < 0.1% |
| Other values (12136) | 12266 |
| Value | Count | Frequency (%) |
| 10.00003 | 1 | |
| 10.00005 | 1 | |
| 10.00011 | 1 | |
| 10.00035 | 1 | |
| 10.00058 | 1 | |
| 10.00145 | 1 | |
| 10.00177 | 1 | |
| 10.00193 | 1 | |
| 10.00229 | 1 | |
| 10.00244 | 1 |
| Value | Count | Frequency (%) |
| 243.0828 | 1 | |
| 231.1218 | 1 | |
| 157.0176 | 1 | |
| 150.2384 | 1 | |
| 126.9922 | 1 | |
| 124.8568 | 1 | |
| 118.2117 | 1 | |
| 116.8821 | 1 | |
| 107.7707 | 1 | |
| 100.3658 | 1 |
expAB_r
Real number (ℝ)
| Distinct | 12241 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.62318581 |
| Minimum | 0.05 |
|---|---|
| Maximum | 0.9999983 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.1 KiB |
Quantile statistics
| Minimum | 0.05 |
|---|---|
| 5-th percentile | 0.21183214 |
| Q1 | 0.4632574 |
| median | 0.662973 |
| Q3 | 0.8095368 |
| 95-th percentile | 0.92830867 |
| Maximum | 0.9999983 |
| Range | 0.9499983 |
| Interquartile range (IQR) | 0.3462794 |
Descriptive statistics
| Standard deviation | 0.22263451 |
|---|---|
| Coefficient of variation (CV) | 0.35725222 |
| Kurtosis | -0.79530298 |
| Mean | 0.62318581 |
| Median Absolute Deviation (MAD) | 0.1614991 |
| Skewness | -0.447677 |
| Sum | 7657.0841 |
| Variance | 0.049566126 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.05 | 17 | 0.1% |
| 0.2500007 | 3 | < 0.1% |
| 0.4100322 | 2 | < 0.1% |
| 0.2000009 | 2 | < 0.1% |
| 0.199956 | 2 | < 0.1% |
| 0.3500022 | 2 | < 0.1% |
| 0.7835927 | 2 | < 0.1% |
| 0.6054484 | 2 | < 0.1% |
| 0.5771658 | 2 | < 0.1% |
| 0.7386402 | 2 | < 0.1% |
| Other values (12231) | 12251 |
| Value | Count | Frequency (%) |
| 0.05 | 17 | |
| 0.05205885 | 1 | < 0.1% |
| 0.07250749 | 1 | < 0.1% |
| 0.09999482 | 1 | < 0.1% |
| 0.1013182 | 1 | < 0.1% |
| 0.1037414 | 1 | < 0.1% |
| 0.1055809 | 1 | < 0.1% |
| 0.1057831 | 1 | < 0.1% |
| 0.1062607 | 1 | < 0.1% |
| 0.1064134 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.9999983 | 1 | |
| 0.9999921 | 1 | |
| 0.9999917 | 1 | |
| 0.9999601 | 1 | |
| 0.9999282 | 1 | |
| 0.9999271 | 1 | |
| 0.9999145 | 1 | |
| 0.9998941 | 1 | |
| 0.9998832 | 1 | |
| 0.9998824 | 1 |
u
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 12063 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.147065 |
| Minimum | 8.060121 |
|---|---|
| Maximum | 29.42589 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.1 KiB |
Quantile statistics
| Minimum | 8.060121 |
|---|---|
| 5-th percentile | 16.26787 |
| Q1 | 17.350055 |
| median | 18.05763 |
| Q3 | 18.767205 |
| 95-th percentile | 20.367216 |
| Maximum | 29.42589 |
| Range | 21.365769 |
| Interquartile range (IQR) | 1.41715 |
Descriptive statistics
| Standard deviation | 1.3453295 |
|---|---|
| Coefficient of variation (CV) | 0.074134829 |
| Kurtosis | 7.5300245 |
| Mean | 18.147065 |
| Median Absolute Deviation (MAD) | 0.70878 |
| Skewness | 1.3415337 |
| Sum | 222972.99 |
| Variance | 1.8099116 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18.35346 | 3 | < 0.1% |
| 18.16707 | 3 | < 0.1% |
| 19.52535 | 3 | < 0.1% |
| 18.16183 | 2 | < 0.1% |
| 16.54961 | 2 | < 0.1% |
| 17.95578 | 2 | < 0.1% |
| 18.57583 | 2 | < 0.1% |
| 18.97404 | 2 | < 0.1% |
| 18.25848 | 2 | < 0.1% |
| 18.87083 | 2 | < 0.1% |
| Other values (12053) | 12264 |
| Value | Count | Frequency (%) |
| 8.060121 | 1 | |
| 9.145649 | 1 | |
| 10.3679 | 1 | |
| 10.66987 | 1 | |
| 11.89966 | 1 | |
| 12.60942 | 1 | |
| 12.85339 | 1 | |
| 12.88416 | 1 | |
| 12.97762 | 1 | |
| 13.00258 | 1 |
| Value | Count | Frequency (%) |
| 29.42589 | 1 | |
| 29.40972 | 1 | |
| 28.64978 | 1 | |
| 28.56798 | 1 | |
| 28.10846 | 1 | |
| 27.62654 | 1 | |
| 27.35838 | 1 | |
| 27.33539 | 1 | |
| 27.31128 | 1 | |
| 27.18354 | 1 |
g
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 12082 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.470099 |
| Minimum | 8.236569 |
|---|---|
| Maximum | 28.05585 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.1 KiB |
Quantile statistics
| Minimum | 8.236569 |
|---|---|
| 5-th percentile | 14.706084 |
| Q1 | 15.78604 |
| median | 16.44064 |
| Q3 | 17.1411 |
| 95-th percentile | 18.200847 |
| Maximum | 28.05585 |
| Range | 19.819281 |
| Interquartile range (IQR) | 1.35506 |
Descriptive statistics
| Standard deviation | 1.135328 |
|---|---|
| Coefficient of variation (CV) | 0.068932672 |
| Kurtosis | 9.6009475 |
| Mean | 16.470099 |
| Median Absolute Deviation (MAD) | 0.67717 |
| Skewness | 1.0584187 |
| Sum | 202368.11 |
| Variance | 1.2889696 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16.26263 | 3 | < 0.1% |
| 16.30359 | 3 | < 0.1% |
| 16.31939 | 2 | < 0.1% |
| 16.34841 | 2 | < 0.1% |
| 15.93336 | 2 | < 0.1% |
| 15.52971 | 2 | < 0.1% |
| 16.49604 | 2 | < 0.1% |
| 13.60418 | 2 | < 0.1% |
| 17.19862 | 2 | < 0.1% |
| 16.81203 | 2 | < 0.1% |
| Other values (12072) | 12265 |
| Value | Count | Frequency (%) |
| 8.236569 | 1 | |
| 8.985449 | 1 | |
| 12.39236 | 1 | |
| 12.42013 | 1 | |
| 12.47631 | 1 | |
| 12.50193 | 1 | |
| 12.57766 | 1 | |
| 12.63298 | 1 | |
| 12.80376 | 1 | |
| 12.88785 | 1 |
| Value | Count | Frequency (%) |
| 28.05585 | 1 | |
| 27.94282 | 1 | |
| 27.35944 | 1 | |
| 27.26381 | 1 | |
| 27.02163 | 1 | |
| 26.95738 | 1 | |
| 26.66645 | 1 | |
| 26.64876 | 1 | |
| 26.43438 | 1 | |
| 26.07533 | 1 |
r
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 12086 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.681556 |
| Minimum | 7.406818 |
|---|---|
| Maximum | 18.60007 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.1 KiB |
Quantile statistics
| Minimum | 7.406818 |
|---|---|
| 5-th percentile | 13.950105 |
| Q1 | 15.041755 |
| median | 15.68049 |
| Q3 | 16.388135 |
| 95-th percentile | 17.325752 |
| Maximum | 18.60007 |
| Range | 11.193252 |
| Interquartile range (IQR) | 1.34638 |
Descriptive statistics
| Standard deviation | 1.0219033 |
|---|---|
| Coefficient of variation (CV) | 0.065165936 |
| Kurtosis | 1.0380106 |
| Mean | 15.681556 |
| Median Absolute Deviation (MAD) | 0.67337 |
| Skewness | -0.38484377 |
| Sum | 192679.28 |
| Variance | 1.0442863 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.46082 | 3 | < 0.1% |
| 16.16945 | 3 | < 0.1% |
| 16.14091 | 3 | < 0.1% |
| 16.41709 | 3 | < 0.1% |
| 16.37461 | 2 | < 0.1% |
| 15.61271 | 2 | < 0.1% |
| 14.53724 | 2 | < 0.1% |
| 15.62199 | 2 | < 0.1% |
| 15.83766 | 2 | < 0.1% |
| 14.61514 | 2 | < 0.1% |
| Other values (12076) | 12263 |
| Value | Count | Frequency (%) |
| 7.406818 | 1 | |
| 7.861018 | 1 | |
| 8.617517 | 1 | |
| 8.848534 | 1 | |
| 9.263449 | 1 | |
| 9.503851 | 1 | |
| 11.4944 | 1 | |
| 11.51303 | 1 | |
| 11.56767 | 1 | |
| 11.82123 | 1 |
| Value | Count | Frequency (%) |
| 18.60007 | 1 | |
| 18.5167 | 1 | |
| 18.45914 | 1 | |
| 18.43695 | 1 | |
| 18.39835 | 1 | |
| 18.36972 | 1 | |
| 18.2617 | 1 | |
| 18.24247 | 1 | |
| 18.23374 | 1 | |
| 18.19725 | 1 |
i
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 12081 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.340306 |
| Minimum | 7.284586 |
|---|---|
| Maximum | 27.88026 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.1 KiB |
Quantile statistics
| Minimum | 7.284586 |
|---|---|
| 5-th percentile | 13.570022 |
| Q1 | 14.66647 |
| median | 15.30474 |
| Q3 | 16.043005 |
| 95-th percentile | 17.025636 |
| Maximum | 27.88026 |
| Range | 20.595674 |
| Interquartile range (IQR) | 1.376535 |
Descriptive statistics
| Standard deviation | 1.1313742 |
|---|---|
| Coefficient of variation (CV) | 0.07375174 |
| Kurtosis | 12.710052 |
| Mean | 15.340306 |
| Median Absolute Deviation (MAD) | 0.68509 |
| Skewness | 1.1999417 |
| Sum | 188486.33 |
| Variance | 1.2800076 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.27555 | 3 | < 0.1% |
| 15.50948 | 2 | < 0.1% |
| 15.60249 | 2 | < 0.1% |
| 15.78922 | 2 | < 0.1% |
| 14.57713 | 2 | < 0.1% |
| 17.07409 | 2 | < 0.1% |
| 15.58189 | 2 | < 0.1% |
| 13.83605 | 2 | < 0.1% |
| 14.95599 | 2 | < 0.1% |
| 14.80717 | 2 | < 0.1% |
| Other values (12071) | 12266 |
| Value | Count | Frequency (%) |
| 7.284586 | 1 | |
| 7.871393 | 1 | |
| 8.424062 | 1 | |
| 11.04099 | 1 | |
| 11.14058 | 1 | |
| 11.40071 | 1 | |
| 11.50133 | 1 | |
| 11.50262 | 1 | |
| 11.63305 | 1 | |
| 11.69665 | 1 |
| Value | Count | Frequency (%) |
| 27.88026 | 1 | |
| 27.81611 | 1 | |
| 27.11193 | 1 | |
| 26.62337 | 1 | |
| 26.47976 | 1 | |
| 26.25667 | 1 | |
| 26.02874 | 1 | |
| 25.87345 | 1 | |
| 25.51111 | 1 | |
| 25.44893 | 1 |
| dec | elliptical | expAB_r | g | i | nvote | objid | petror90_r | r | ra | spiral | u | uncertain | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| dec | 1.000 | 0.031 | -0.026 | -0.018 | -0.006 | -0.003 | 0.593 | 0.029 | -0.010 | 0.001 | 0.015 | -0.028 | 0.000 |
| elliptical | 0.031 | 1.000 | 0.421 | 0.070 | 0.124 | 0.026 | 0.000 | 0.000 | 0.114 | 0.028 | 0.486 | 0.145 | 0.395 |
| expAB_r | -0.026 | 0.421 | 1.000 | -0.054 | -0.097 | -0.005 | -0.027 | -0.012 | -0.088 | -0.039 | 0.449 | 0.004 | 0.227 |
| g | -0.018 | 0.070 | -0.054 | 1.000 | 0.945 | -0.007 | -0.016 | -0.506 | 0.963 | -0.054 | 0.175 | 0.924 | 0.163 |
| i | -0.006 | 0.124 | -0.097 | 0.945 | 1.000 | -0.010 | -0.004 | -0.488 | 0.987 | -0.039 | 0.072 | 0.785 | 0.184 |
| nvote | -0.003 | 0.026 | -0.005 | -0.007 | -0.010 | 1.000 | 0.004 | 0.010 | -0.010 | -0.005 | 0.027 | 0.000 | 0.046 |
| objid | 0.593 | 0.000 | -0.027 | -0.016 | -0.004 | 0.004 | 1.000 | 0.018 | -0.008 | 0.115 | 0.027 | -0.024 | 0.010 |
| petror90_r | 0.029 | 0.000 | -0.012 | -0.506 | -0.488 | 0.010 | 0.018 | 1.000 | -0.511 | 0.015 | 0.036 | -0.458 | 0.058 |
| r | -0.010 | 0.114 | -0.088 | 0.963 | 0.987 | -0.010 | -0.008 | -0.511 | 1.000 | -0.046 | 0.114 | 0.823 | 0.206 |
| ra | 0.001 | 0.028 | -0.039 | -0.054 | -0.039 | -0.005 | 0.115 | 0.015 | -0.046 | 1.000 | 0.041 | -0.054 | 0.011 |
| spiral | 0.015 | 0.486 | 0.449 | 0.175 | 0.072 | 0.027 | 0.027 | 0.036 | 0.114 | 0.041 | 1.000 | 0.234 | 0.610 |
| u | -0.028 | 0.145 | 0.004 | 0.924 | 0.785 | 0.000 | -0.024 | -0.458 | 0.823 | -0.054 | 0.234 | 1.000 | 0.137 |
| uncertain | 0.000 | 0.395 | 0.227 | 0.163 | 0.184 | 0.046 | 0.010 | 0.058 | 0.206 | 0.011 | 0.610 | 0.137 | 1.000 |
| objid | nvote | spiral | elliptical | uncertain | ra | dec | petror90_r | expAB_r | u | g | r | i | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1237648673992671592 | 40 | 0 | 1 | 0 | 237.945144 | -0.105170 | 13.36310 | 0.923567 | 17.60677 | 15.52986 | 14.62853 | 14.21786 |
| 1 | 1237648674529476946 | 52 | 0 | 1 | 0 | 237.798299 | 0.319624 | 11.13560 | 0.729229 | 18.60427 | 16.59233 | 15.64660 | 15.23424 |
| 2 | 1237648674529476993 | 47 | 1 | 0 | 0 | 237.811418 | 0.293006 | 10.64184 | 0.519332 | 17.71102 | 16.29218 | 15.63511 | 15.30861 |
| 3 | 1237648675066675556 | 33 | 1 | 0 | 0 | 238.489210 | 0.688090 | 10.56850 | 0.542142 | 17.14548 | 15.78218 | 15.14973 | 14.77505 |
| 4 | 1237648704063340840 | 65 | 1 | 0 | 0 | 236.173157 | -0.253611 | 14.08793 | 0.193187 | 17.85771 | 16.55570 | 16.00226 | 15.70330 |
| 5 | 1237648704063734168 | 64 | 1 | 0 | 0 | 237.125387 | -0.367078 | 10.43547 | 0.207466 | 18.65130 | 17.21418 | 16.53152 | 16.14213 |
| 6 | 1237648704600343113 | 60 | 1 | 0 | 0 | 236.465259 | 0.035219 | 15.21202 | 0.231327 | 19.37041 | 17.51522 | 16.80712 | 16.40449 |
| 7 | 1237648704600670761 | 29 | 1 | 0 | 0 | 237.330366 | 0.182667 | 28.32715 | 0.373905 | 16.79140 | 14.88352 | 13.99056 | 13.53973 |
| 8 | 1237648704600735996 | 62 | 0 | 0 | 1 | 237.498066 | 0.201994 | 24.87561 | 0.482582 | 16.27164 | 14.40349 | 13.56447 | 13.15807 |
| 9 | 1237648704600867002 | 51 | 1 | 0 | 0 | 237.778159 | 0.086978 | 11.07977 | 0.418571 | 19.50754 | 17.67222 | 16.71310 | 16.25407 |
| objid | nvote | spiral | elliptical | uncertain | ra | dec | petror90_r | expAB_r | u | g | r | i | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12277 | 1237671266034450476 | 35 | 0 | 0 | 1 | 191.419615 | 1.975302 | 13.06238 | 0.461358 | 17.46367 | 15.71859 | 14.89720 | 14.50486 |
| 12278 | 1237671266571255951 | 21 | 1 | 0 | 0 | 191.167884 | 1.848602 | 12.09291 | 0.538830 | 17.74418 | 15.73270 | 14.85744 | 14.43248 |
| 12279 | 1237671267107864815 | 34 | 1 | 0 | 0 | 190.669680 | 1.345720 | 30.95553 | 0.634804 | 15.94554 | 14.39252 | 13.79837 | 13.46101 |
| 12280 | 1237671267107864918 | 26 | 1 | 0 | 0 | 190.698324 | 1.378107 | 10.50238 | 0.456932 | 18.18771 | 17.25215 | 16.98611 | 16.77859 |
| 12281 | 1237671764250460324 | 28 | 0 | 0 | 1 | 191.310771 | 1.805299 | 11.37065 | 0.745258 | 18.48973 | 16.69416 | 15.88488 | 15.49711 |
| 12282 | 1237671764787200137 | 36 | 0 | 0 | 1 | 190.830530 | 1.550713 | 10.59094 | 0.971643 | 18.31974 | 16.78312 | 15.99764 | 15.62374 |
| 12283 | 1237671764787331325 | 27 | 1 | 0 | 0 | 190.889807 | 1.810234 | 15.64854 | 0.349454 | 17.80250 | 16.02506 | 15.23510 | 14.80043 |
| 12284 | 1237671765324333339 | 43 | 1 | 0 | 0 | 190.436682 | 2.089549 | 10.92307 | 0.285187 | 19.20432 | 18.03366 | 17.58185 | 17.37344 |
| 12285 | 1237671765324595358 | 57 | 0 | 1 | 0 | 190.464426 | 2.738842 | 10.64187 | 0.559680 | 18.62956 | 16.47706 | 15.51064 | 15.11258 |
| 12286 | 1237671765324988604 | 30 | 0 | 1 | 0 | 190.502283 | 3.640413 | 22.06682 | 0.782272 | 17.38357 | 15.52248 | 14.60565 | 14.19696 |